Vector Quantized Multi-modal Guidance for Alzheimer's Disease Diagnosis Based on Feature Imputation. - Yuanwang Zhang; Kaicong Sun; Yuxiao Liu; Zaixin Ou; Dinggang Shen (MLMI@MICCAI (1), 2023)

Synthesizing Aβ-Pet Via An Image And Label Conditioning Latent Diffusion Model For Detecting Amyloid Status. - Zaixin Ou; Yongsheng Pan; Yuanning Li; Fang Xie; Qihao Guo; Dinggang Shen (ICASSP, 2024)

A Prior-information-guided Residual Diffusion Model for Multi-modal PET Synthesis from MRI. - Zaixin Ou; Caiwen Jiang; Yongsheng Pan; Yuanwang Zhang; Zhiming Cui; Dinggang Shen (IJCAI, 2024)

A Graph-Embedded Latent Space Learning and Clustering Framework for Incomplete Multimodal Multiclass Alzheimer's Disease Diagnosis. - Zaixin Ou; Caiwen Jiang; Yuxiao Liu; Yuanwang Zhang; Zhiming Cui; Dinggang Shen (MICCAI (7), 2024)

CIResDiff: A Clinically-Informed Residual Diffusion Model for Predicting Idiopathic Pulmonary Fibrosis Progression. - Caiwen Jiang; Xiaodan Xing; Zaixin Ou; Mianxin Liu; Simon Walsh; Guang Yang 006; Dinggang Shen (MLMI@MICCAI (1), 2024)

Image-and-Label Conditioning Latent Diffusion Model: Synthesizing A$ beta$-PET From MRI for Detecting Amyloid Status. - Zaixin Ou; Yongsheng Pan; Fang Xie; Qihao Guo; Dinggang Shen (IEEE J. Biomed. Health Informatics, 2025)